hhaoyan

awesome-textmining-materials-science

Collection of papers on text mining for materials science

opt-einsum-torch

Memory-efficient optimum einsum using opt_einsum planning and PyTorch kernels.

mbtr

A code for calculating MBTR molecule/crystal structure representation. (https://doi.org/10.1088/2632-2153/aca005)

ScientificTopics

Topic models trained on millions of scientific papers

scrapy-proxies

Random proxy middleware for Scrapy

api

[WIP] New API for Materials Project

cs249a-recyclebot

RecycleBot project for CS 149/249a

dominance-analysis

This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models.

homebrew-utilities

My own collection of Homebrew programs

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

icml18-jtnn

Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

LightLDA

Scalable, fast, and lightweight system for large-scale topic modeling

mbtr-grad

Gradient domain learning using many-body tensor representation (MBTR)

mp-react-components

A set of react components for the material project

Multiverso

Parameter server framework for distributed machine learning

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

paper_boltzmann_generators

pixy2

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tsocks

<p>A GPL-licensed program for transparent SOCKS proxying. E.g.:</p><p><tt>tsocks curl whatismyip.org</tt></p><p>Will display the IP of the SOCKS proxy configured in /etc/tsocks.conf, without curl having to know anything about it.</p>